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Robustness (computer science) - Wikipedia
In computer science, robustness is the ability of a computer system to cope with errors during execution and cope with erroneous input. Robustness can encompass many areas of computer science, such as robust programming, robust machine learning, and Robust Security Network. Formal … See more
In general, building robust systems that encompass every point of possible failure is difficult because of the vast quantity of possible inputs and input combinations. Since all inputs and input combinations would require too … See more
Programs and software are tools focused on a very specific task, and thus are not generalized and flexible. However, observations in … See more
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WebMay 10, 2019 · Credits. Image: MIT News Office. MIT researchers have devised a method for assessing how robust machine-learning models known as neural networks are for various tasks, by detecting when the …
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